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  1. You Only Look Once - Wikipedia

    You Only Look Once (YOLO) is a series of real-time object detection systems based on convolutional neural networks. First introduced by Joseph Redmon et al. in 2015, [1] YOLO has undergone several …

  2. YOLO Object Detection Explained: A Beginner's Guide

    Sep 28, 2022 · You Only Look Once (YOLO) is a state-of-the-art, real-time object detection algorithm introduced in 2015 by Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi in their …

  3. What is YOLO? The Ultimate Guide [2025] - Roboflow Blog

    Jan 9, 2025 · YOLO (You Only Look Once) is a family of computer vision models that has gained significant fanfare since Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi …

  4. YOLO : You Only Look Once - Real Time Object Detection

    Nov 14, 2025 · YOLO is very fast at the test time because it uses only a single CNN architecture to predict results and class is defined in such a way that it treats classification as a regression problem.

  5. What Is YOLO Object Detection Algorithm? - Dataconomy

    May 12, 2025 · YOLO object detection algorithm is a cutting-edge approach in the field of computer vision, merging speed and accuracy in identifying objects within images.

  6. What Is YOLO Algorithm? | Baeldung on Computer Science

    Jun 11, 2022 · YOLO is an acronym for “You Only Look Once” and it has that name because this is a real-time object detection algorithm that processes images very fast. Here, we’ll explain how it works …

  7. The Ultimate Guide to YOLO (You Only Look Once) - OpenCV.ai

    Jan 25, 2024 · The YOLO (You Only Look Once) family of models is a popular and rapidly evolving series of image object detection algorithms.

  8. YOLO Algorithm for Object Detection Explained [+Examples]

    YOLO is a single-shot detector that uses a fully convolutional neural network (CNN) to process an image. We will dive deeper into the YOLO model in the next section. Two-shot object detection uses …

  9. What is a YOLO model? - Educative

    YOLO, which stands for You Only Look Once, is an object detection algorithm first introduced in 2015 by Joseph Redmon and his fellow collaborators. Its main purpose is to detect objects in images in real …

  10. YOLO Object Detection Explained: Models, Tools, Use Cases

    YOLO (You Only Look Once) is a real-time object detection model known for its speed and accuracy. Learn how YOLO works, explore the different model versions and tools, and discover real-world use …